{"id":14722,"date":"2026-08-23T14:16:30","date_gmt":"2026-08-23T05:16:30","guid":{"rendered":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722"},"modified":"2026-08-23T14:16:30","modified_gmt":"2026-08-23T05:16:30","slug":"%e6%9c%ac%e5%ad%a6%e9%83%a8%e3%81%ae%e4%b8%ad%e5%b3%b6%e4%bc%b8%e4%bb%8b%e6%95%99%e6%8e%88%e3%81%8c%e5%85%b1%e8%91%97%e6%9b%b8%e3%80%8eweb%e3%83%86%e3%82%af%e3%83%8e%e3%83%ad%e3%82%b8%e3%83%bc","status":"publish","type":"post","link":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722","title":{"rendered":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248"},"content":{"rendered":"<div>\n<figure style=\"float:left; margin:16px; text-align: center;\">\n<a href=\"https:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/www.coronasha.co.jp\/imgs\/cover\/9784339013832.jpg\" height=\"300\"><\/a><br \/>\n<\/figure>\n<p style=\"font-family:sans-serif;\">\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300e<a href=\"https:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/\" rel=\"noopener\" target=\"_blank\">Web\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015<\/a>\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p style=\"font-family:sans-serif;\">\u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002<\/p>\n<p><!--more--><\/p>\n<p style=\"font-family:sans-serif;\">\u51686\u7ae0\u306e\u69cb\u6210\u3067\u3001Web\u6280\u8853\u306e\u57fa\u790e\u3068\u4ed5\u7d44\u307f\uff081\u7ae0\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff082\u7ae0\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff083\u7ae0\uff09\u3001\u60c5\u5831\u691c\u7d22\uff084\u7ae0\uff09\u3001\u60c5\u5831\u63a8\u85a6\uff085\u7ae0\uff09\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5fdc\u7528\uff086\u7ae0\uff09\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u5cf6\u6559\u6388\u306f\u3001\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3067\u3042\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u4ed5\u7d44\u307f\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b6\u7ae0\u3092\u62c5\u5f53\u3057\u307e\u3057\u305f\u3002GPT\u3084BERT\u3068\u3044\u3063\u305fTransformer\u3092\u57fa\u76e4\u3068\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3068\u5b66\u7fd2\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u3055\u3089\u306bLLM\u304c\u62b1\u3048\u308b\u8ab2\u984c\u307e\u3067\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p style=\"font-family:sans-serif;\">\u672c\u66f8\u306e\u4e3b\u306a\u5bfe\u8c61\u8aad\u8005\u306fWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u5927\u5b66\u751f\u30fb\u5927\u5b66\u9662\u751f\u3067\u3001\u8b1b\u7fa9\u3067\u5b66\u3076\u8981\u7d20\u6280\u8853\u306e\u76f8\u4e92\u306e\u3064\u306a\u304c\u308a\u3092\u4fef\u77b0\u3059\u308b\u4e00\u518a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<div>\n<dl style=\"font-family:sans-serif;\">\n<dt>\u4e2d\u5cf6\u6559\u6388\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\uff1a<\/dt>\n<dd>\u5bdd\u308b\u9593\u3092\u60dc\u3057\u3093\u3067\u57f7\u7b46\u3057\u307e\u3057\u305f\uff01 \u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u5b66\u3073\u306b\u5c11\u3057\u3067\u3082\u5f79\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\uff01<\/dd>\n<\/dl>\n<\/div>\n<div>\n<dl style=\"font-family:sans-serif;\">\n<dt>\u66f8\u8a8c\u60c5\u5831<\/dt>\n<dd style=\"padding-left:16px;\">\n\u66f8\u540d\uff1aWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\uff08\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09<br \/>\n\u8457\u8005\uff1a\u725b\u5c3c\u525b\u8061 \u7de8\u8457\u3001\u4f43\u6d38\u6442 \u7de8\u8457\u3001\u6cb3\u5408\u7531\u8d77\u5b50 \u8457\u3001\u82e5\u5bae\u7fd4\u5b50 \u8457\u3001\u4e2d\u5cf6\u4f38\u4ecb \u8457<br \/>\n\u767a\u884c\uff1a\u30b3\u30ed\u30ca\u793e<br \/>\n\u767a\u884c\u5e74\u6708\u65e5\uff1a2026\u5e748\u67083\u65e5<br \/>\n\u5224\u578b\u30fb\u30da\u30fc\u30b8\u6570\uff1aA5\u5224\u30fb270\u30da\u30fc\u30b8<br \/>\n\u5b9a\u4fa1\uff1a4,840\u5186\uff08\u672c\u4f534,400\u5186\uff0b\u7a0e\uff09<br \/>\nISBN\uff1a978-4-339-01383-2<br \/>\n\u51fa\u7248\u793e\u30da\u30fc\u30b8\uff1a<a href=\"https:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/\">https:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/<\/a>\n<\/dd>\n<\/dl>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002 \u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[44,13,12],"tags":[],"class_list":["post-14722","post","type-post","status-publish","format-standard","hentry","category-ai","category-education","category-publish"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002 \u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002 \u51686\u7ae0\u306e\u69cb\u6210\u3067\u3001Web\u6280\u8853\u306e\u57fa\u790e\u3068\u4ed5\u7d44\u307f\uff081\u7ae0\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff082\u7ae0\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff083\u7ae0\uff09\u3001\u60c5\u5831\u691c\u7d22\uff084\u7ae0\uff09\u3001\u60c5\u5831\u63a8\u85a6\uff085\u7ae0\uff09\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5fdc\u7528\uff086\u7ae0\uff09\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u5cf6\u6559\u6388\u306f\u3001\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3067\u3042\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u4ed5\u7d44\u307f\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b6\u7ae0\u3092\u62c5\u5f53\u3057\u307e\u3057\u305f\u3002GPT\u3084BERT\u3068\u3044\u3063\u305fTransformer\u3092\u57fa\u76e4\u3068\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3068\u5b66\u7fd2\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u3055\u3089\u306bLLM\u304c\u62b1\u3048\u308b\u8ab2\u984c\u307e\u3067\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u672c\u66f8\u306e\u4e3b\u306a\u5bfe\u8c61\u8aad\u8005\u306fWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u5927\u5b66\u751f\u30fb\u5927\u5b66\u9662\u751f\u3067\u3001\u8b1b\u7fa9\u3067\u5b66\u3076\u8981\u7d20\u6280\u8853\u306e\u76f8\u4e92\u306e\u3064\u306a\u304c\u308a\u3092\u4fef\u77b0\u3059\u308b\u4e00\u518a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u4e2d\u5cf6\u6559\u6388\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\uff1a \u5bdd\u308b\u9593\u3092\u60dc\u3057\u3093\u3067\u57f7\u7b46\u3057\u307e\u3057\u305f\uff01 \u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u5b66\u3073\u306b\u5c11\u3057\u3067\u3082\u5f79\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\uff01 \u66f8\u8a8c\u60c5\u5831 \u66f8\u540d\uff1aWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\uff08\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09 \u8457\u8005\uff1a\u725b\u5c3c\u525b\u8061 \u7de8\u8457\u3001\u4f43\u6d38\u6442 \u7de8\u8457\u3001\u6cb3\u5408\u7531\u8d77\u5b50 \u8457\u3001\u82e5\u5bae\u7fd4\u5b50 \u8457\u3001\u4e2d\u5cf6\u4f38\u4ecb \u8457 \u767a\u884c\uff1a\u30b3\u30ed\u30ca\u793e \u767a\u884c\u5e74\u6708\u65e5\uff1a2026\u5e748\u67083\u65e5 \u5224\u578b\u30fb\u30da\u30fc\u30b8\u6570\uff1aA5\u5224\u30fb270\u30da\u30fc\u30b8 \u5b9a\u4fa1\uff1a4,840\u5186\uff08\u672c\u4f534,400\u5186\uff0b\u7a0e\uff09 ISBN\uff1a978-4-339-01383-2 \u51fa\u7248\u793e\u30da\u30fc\u30b8\uff1ahttps:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"iseinfoadmin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831 - Faculty of Information Science and Engineering, Kyoto Sangyo Univ. \/ Division of Frontier Informatics,  Graduate School of Kyoto Sangyo Univ.\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248 - \u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831\" \/>\n\t\t<meta property=\"og:description\" content=\"\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002 \u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002 \u51686\u7ae0\u306e\u69cb\u6210\u3067\u3001Web\u6280\u8853\u306e\u57fa\u790e\u3068\u4ed5\u7d44\u307f\uff081\u7ae0\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff082\u7ae0\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff083\u7ae0\uff09\u3001\u60c5\u5831\u691c\u7d22\uff084\u7ae0\uff09\u3001\u60c5\u5831\u63a8\u85a6\uff085\u7ae0\uff09\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5fdc\u7528\uff086\u7ae0\uff09\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u5cf6\u6559\u6388\u306f\u3001\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3067\u3042\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u4ed5\u7d44\u307f\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b6\u7ae0\u3092\u62c5\u5f53\u3057\u307e\u3057\u305f\u3002GPT\u3084BERT\u3068\u3044\u3063\u305fTransformer\u3092\u57fa\u76e4\u3068\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3068\u5b66\u7fd2\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u3055\u3089\u306bLLM\u304c\u62b1\u3048\u308b\u8ab2\u984c\u307e\u3067\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u672c\u66f8\u306e\u4e3b\u306a\u5bfe\u8c61\u8aad\u8005\u306fWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u5927\u5b66\u751f\u30fb\u5927\u5b66\u9662\u751f\u3067\u3001\u8b1b\u7fa9\u3067\u5b66\u3076\u8981\u7d20\u6280\u8853\u306e\u76f8\u4e92\u306e\u3064\u306a\u304c\u308a\u3092\u4fef\u77b0\u3059\u308b\u4e00\u518a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u4e2d\u5cf6\u6559\u6388\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\uff1a \u5bdd\u308b\u9593\u3092\u60dc\u3057\u3093\u3067\u57f7\u7b46\u3057\u307e\u3057\u305f\uff01 \u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u5b66\u3073\u306b\u5c11\u3057\u3067\u3082\u5f79\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\uff01 \u66f8\u8a8c\u60c5\u5831 \u66f8\u540d\uff1aWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\uff08\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09 \u8457\u8005\uff1a\u725b\u5c3c\u525b\u8061 \u7de8\u8457\u3001\u4f43\u6d38\u6442 \u7de8\u8457\u3001\u6cb3\u5408\u7531\u8d77\u5b50 \u8457\u3001\u82e5\u5bae\u7fd4\u5b50 \u8457\u3001\u4e2d\u5cf6\u4f38\u4ecb \u8457 \u767a\u884c\uff1a\u30b3\u30ed\u30ca\u793e \u767a\u884c\u5e74\u6708\u65e5\uff1a2026\u5e748\u67083\u65e5 \u5224\u578b\u30fb\u30da\u30fc\u30b8\u6570\uff1aA5\u5224\u30fb270\u30da\u30fc\u30b8 \u5b9a\u4fa1\uff1a4,840\u5186\uff08\u672c\u4f534,400\u5186\uff0b\u7a0e\uff09 ISBN\uff1a978-4-339-01383-2 \u51fa\u7248\u793e\u30da\u30fc\u30b8\uff1ahttps:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-08-23T05:16:30+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-08-23T05:16:30+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248 - \u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002 \u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002 \u51686\u7ae0\u306e\u69cb\u6210\u3067\u3001Web\u6280\u8853\u306e\u57fa\u790e\u3068\u4ed5\u7d44\u307f\uff081\u7ae0\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff082\u7ae0\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff083\u7ae0\uff09\u3001\u60c5\u5831\u691c\u7d22\uff084\u7ae0\uff09\u3001\u60c5\u5831\u63a8\u85a6\uff085\u7ae0\uff09\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5fdc\u7528\uff086\u7ae0\uff09\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u5cf6\u6559\u6388\u306f\u3001\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3067\u3042\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u4ed5\u7d44\u307f\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b6\u7ae0\u3092\u62c5\u5f53\u3057\u307e\u3057\u305f\u3002GPT\u3084BERT\u3068\u3044\u3063\u305fTransformer\u3092\u57fa\u76e4\u3068\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3068\u5b66\u7fd2\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u3055\u3089\u306bLLM\u304c\u62b1\u3048\u308b\u8ab2\u984c\u307e\u3067\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u672c\u66f8\u306e\u4e3b\u306a\u5bfe\u8c61\u8aad\u8005\u306fWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u5927\u5b66\u751f\u30fb\u5927\u5b66\u9662\u751f\u3067\u3001\u8b1b\u7fa9\u3067\u5b66\u3076\u8981\u7d20\u6280\u8853\u306e\u76f8\u4e92\u306e\u3064\u306a\u304c\u308a\u3092\u4fef\u77b0\u3059\u308b\u4e00\u518a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u4e2d\u5cf6\u6559\u6388\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\uff1a \u5bdd\u308b\u9593\u3092\u60dc\u3057\u3093\u3067\u57f7\u7b46\u3057\u307e\u3057\u305f\uff01 \u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u5b66\u3073\u306b\u5c11\u3057\u3067\u3082\u5f79\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\uff01 \u66f8\u8a8c\u60c5\u5831 \u66f8\u540d\uff1aWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\uff08\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09 \u8457\u8005\uff1a\u725b\u5c3c\u525b\u8061 \u7de8\u8457\u3001\u4f43\u6d38\u6442 \u7de8\u8457\u3001\u6cb3\u5408\u7531\u8d77\u5b50 \u8457\u3001\u82e5\u5bae\u7fd4\u5b50 \u8457\u3001\u4e2d\u5cf6\u4f38\u4ecb \u8457 \u767a\u884c\uff1a\u30b3\u30ed\u30ca\u793e \u767a\u884c\u5e74\u6708\u65e5\uff1a2026\u5e748\u67083\u65e5 \u5224\u578b\u30fb\u30da\u30fc\u30b8\u6570\uff1aA5\u5224\u30fb270\u30da\u30fc\u30b8 \u5b9a\u4fa1\uff1a4,840\u5186\uff08\u672c\u4f534,400\u5186\uff0b\u7a0e\uff09 ISBN\uff1a978-4-339-01383-2 \u51fa\u7248\u793e\u30da\u30fc\u30b8\uff1ahttps:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#blogposting\",\"name\":\"\\u672c\\u5b66\\u90e8\\u306e\\u4e2d\\u5cf6\\u4f38\\u4ecb\\u6559\\u6388\\u304c\\u5171\\u8457\\u66f8\\u300eWeb\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc \\u2015 \\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\u30fb\\u691c\\u7d22\\u30fb\\u63a8\\u85a6\\u30fb\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb \\u2015\\u300f\\u3092\\u51fa\\u7248 - \\u4eac\\u90fd\\u7523\\u696d\\u5927\\u5b66 \\u60c5\\u5831\\u7406\\u5de5\\u5b66\\u90e8 \\uff0f \\u5927\\u5b66\\u9662 \\u5148\\u7aef\\u60c5\\u5831\\u5b66\\u7814\\u7a76\\u79d1\\u306e\\u95a2\\u9023\\u60c5\\u5831\",\"headline\":\"\\u672c\\u5b66\\u90e8\\u306e\\u4e2d\\u5cf6\\u4f38\\u4ecb\\u6559\\u6388\\u304c\\u5171\\u8457\\u66f8\\u300eWeb\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc \\u2015 \\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\u30fb\\u691c\\u7d22\\u30fb\\u63a8\\u85a6\\u30fb\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb \\u2015\\u300f\\u3092\\u51fa\\u7248\",\"author\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?author=4#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.coronasha.co.jp\\\/imgs\\\/cover\\\/9784339013832.jpg\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722\\\/#articleImage\"},\"datePublished\":\"2026-08-23T14:16:30+09:00\",\"dateModified\":\"2026-08-23T14:16:30+09:00\",\"inLanguage\":\"en-US\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#webpage\"},\"articleSection\":\"AI, Education, Publish\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?cat=12#listItem\",\"name\":\"Publish\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?cat=12#listItem\",\"position\":2,\"name\":\"Publish\",\"item\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?cat=12\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#listItem\",\"name\":\"\\u672c\\u5b66\\u90e8\\u306e\\u4e2d\\u5cf6\\u4f38\\u4ecb\\u6559\\u6388\\u304c\\u5171\\u8457\\u66f8\\u300eWeb\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc \\u2015 \\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\u30fb\\u691c\\u7d22\\u30fb\\u63a8\\u85a6\\u30fb\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb \\u2015\\u300f\\u3092\\u51fa\\u7248\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#listItem\",\"position\":3,\"name\":\"\\u672c\\u5b66\\u90e8\\u306e\\u4e2d\\u5cf6\\u4f38\\u4ecb\\u6559\\u6388\\u304c\\u5171\\u8457\\u66f8\\u300eWeb\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc \\u2015 \\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\u30fb\\u691c\\u7d22\\u30fb\\u63a8\\u85a6\\u30fb\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb \\u2015\\u300f\\u3092\\u51fa\\u7248\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?cat=12#listItem\",\"name\":\"Publish\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/#organization\",\"name\":\"\\u4eac\\u90fd\\u7523\\u696d\\u5927\\u5b66 \\u60c5\\u5831\\u7406\\u5de5\\u5b66\\u90e8 \\uff0f \\u5927\\u5b66\\u9662 \\u5148\\u7aef\\u60c5\\u5831\\u5b66\\u7814\\u7a76\\u79d1\\u306e\\u95a2\\u9023\\u60c5\\u5831\",\"description\":\"Faculty of Information Science and Engineering, Kyoto Sangyo Univ. \\\/ Division of Frontier Informatics,  Graduate School of Kyoto Sangyo Univ.\",\"url\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?author=4#author\",\"url\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?author=4\",\"name\":\"iseinfoadmin\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3c9e3952b1bc30d478993d5cc72b08e20b2568e3567c2f775ac687e47d91c358?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"iseinfoadmin\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#webpage\",\"url\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722\",\"name\":\"\\u672c\\u5b66\\u90e8\\u306e\\u4e2d\\u5cf6\\u4f38\\u4ecb\\u6559\\u6388\\u304c\\u5171\\u8457\\u66f8\\u300eWeb\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc \\u2015 \\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\u30fb\\u691c\\u7d22\\u30fb\\u63a8\\u85a6\\u30fb\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb \\u2015\\u300f\\u3092\\u51fa\\u7248 - \\u4eac\\u90fd\\u7523\\u696d\\u5927\\u5b66 \\u60c5\\u5831\\u7406\\u5de5\\u5b66\\u90e8 \\uff0f \\u5927\\u5b66\\u9662 \\u5148\\u7aef\\u60c5\\u5831\\u5b66\\u7814\\u7a76\\u79d1\\u306e\\u95a2\\u9023\\u60c5\\u5831\",\"description\":\"\\u60c5\\u5831\\u7406\\u5de5\\u5b66\\u90e8\\u306e\\u4e2d\\u5cf6\\u4f38\\u4ecb\\u6559\\u6388\\u304c\\u5171\\u8457\\u8005\\u3068\\u3057\\u3066\\u57f7\\u7b46\\u306b\\u53c2\\u52a0\\u3057\\u305f\\u66f8\\u7c4d\\u300eWeb\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc \\u2015\\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\u30fb\\u691c\\u7d22\\u30fb\\u63a8\\u85a6\\u30fb\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb\\u2015\\u300f\\uff08\\u30b3\\u30ed\\u30ca\\u793e\\uff0f\\u30e1\\u30c7\\u30a3\\u30a2\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc\\u30b7\\u30ea\\u30fc\\u30ba 13\\uff09\\u304c\\u30012026\\u5e748\\u67083\\u65e5\\u306b\\u520a\\u884c\\u3055\\u308c\\u307e\\u3057\\u305f\\u3002 \\u672c\\u66f8\\u306f\\u3001\\u30a4\\u30f3\\u30bf\\u30fc\\u30cd\\u30c3\\u30c8\\u3068Web\\u306e\\u57fa\\u790e\\u304b\\u3089\\u3001\\u6a5f\\u68b0\\u5b66\\u7fd2\\u3001\\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\u3001\\u60c5\\u5831\\u691c\\u7d22\\u3001\\u60c5\\u5831\\u63a8\\u85a6\\u3001\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb\\u307e\\u3067\\u3001\\u73fe\\u4ee3\\u306eWeb\\u30b5\\u30fc\\u30d3\\u30b9\\u3092\\u652f\\u3048\\u308b\\u591a\\u69d8\\u306a\\u6280\\u8853\\u3092\\u5e45\\u5e83\\u304f\\u6271\\u3046\\u5165\\u9580\\u66f8\\u3067\\u3059\\u3002\\u691c\\u7d22\\u30a8\\u30f3\\u30b8\\u30f3\\u3001\\u63a8\\u85a6\\u30b7\\u30b9\\u30c6\\u30e0\\u3001\\u751f\\u6210AI\\u306a\\u3069\\u3001\\u79c1\\u305f\\u3061\\u304c\\u65e5\\u5e38\\u7684\\u306b\\u5229\\u7528\\u3057\\u3066\\u3044\\u308b\\u30b5\\u30fc\\u30d3\\u30b9\\u306e\\u4e2d\\u6838\\u3092\\u306a\\u3059\\u60c5\\u5831\\u51e6\\u7406\\u6280\\u8853\\u306b\\u3064\\u3044\\u3066\\u3001\\u57fa\\u790e\\u7684\\u306a\\u8003\\u3048\\u65b9\\u306b\\u52a0\\u3048\\u3066\\u4ee3\\u8868\\u7684\\u306a\\u624b\\u6cd5\\u3084\\u5fdc\\u7528\\u4f8b\\u3082\\u89e3\\u8aac\\u3055\\u308c\\u3066\\u3044\\u307e\\u3059\\u3002\\u5404\\u7ae0\\u304c\\u500b\\u5225\\u306e\\u30c6\\u30fc\\u30de\\u3054\\u3068\\u306b\\u69cb\\u6210\\u3055\\u308c\\u3066\\u3044\\u308b\\u305f\\u3081\\u3001\\u8208\\u5473\\u306e\\u3042\\u308b\\u7ae0\\u304b\\u3089\\u8aad\\u307f\\u9032\\u3081\\u3089\\u308c\\u308b\\u3053\\u3068\\u3082\\u7279\\u9577\\u3067\\u3059\\u3002 \\u51686\\u7ae0\\u306e\\u69cb\\u6210\\u3067\\u3001Web\\u6280\\u8853\\u306e\\u57fa\\u790e\\u3068\\u4ed5\\u7d44\\u307f\\uff081\\u7ae0\\uff09\\u3001\\u6a5f\\u68b0\\u5b66\\u7fd2\\uff082\\u7ae0\\uff09\\u3001\\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\uff083\\u7ae0\\uff09\\u3001\\u60c5\\u5831\\u691c\\u7d22\\uff084\\u7ae0\\uff09\\u3001\\u60c5\\u5831\\u63a8\\u85a6\\uff085\\u7ae0\\uff09\\u3001\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb\\u3068\\u305d\\u306e\\u5fdc\\u7528\\uff086\\u7ae0\\uff09\\u3092\\u6271\\u3063\\u3066\\u3044\\u307e\\u3059\\u3002\\u4e2d\\u5cf6\\u6559\\u6388\\u306f\\u3001\\u751f\\u6210AI\\u306e\\u57fa\\u76e4\\u6280\\u8853\\u3067\\u3042\\u308b\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb\\uff08LLM\\uff09\\u306e\\u4ed5\\u7d44\\u307f\\u3068\\u5fdc\\u7528\\u306b\\u3064\\u3044\\u3066\\u89e3\\u8aac\\u3059\\u308b6\\u7ae0\\u3092\\u62c5\\u5f53\\u3057\\u307e\\u3057\\u305f\\u3002GPT\\u3084BERT\\u3068\\u3044\\u3063\\u305fTransformer\\u3092\\u57fa\\u76e4\\u3068\\u3059\\u308b\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb\\u306e\\u69cb\\u9020\\u3068\\u5b66\\u7fd2\\u3001\\u30d7\\u30ed\\u30f3\\u30d7\\u30c8\\u30a8\\u30f3\\u30b8\\u30cb\\u30a2\\u30ea\\u30f3\\u30b0\\u3001\\u691c\\u7d22\\u62e1\\u5f35\\u751f\\u6210\\uff08RAG\\uff09\\u3001Web\\u30a2\\u30d7\\u30ea\\u30b1\\u30fc\\u30b7\\u30e7\\u30f3\\u3067\\u306e\\u6d3b\\u7528\\u4f8b\\u3001\\u3055\\u3089\\u306bLLM\\u304c\\u62b1\\u3048\\u308b\\u8ab2\\u984c\\u307e\\u3067\\u304c\\u53d6\\u308a\\u4e0a\\u3052\\u3089\\u308c\\u3066\\u3044\\u307e\\u3059\\u3002 \\u672c\\u66f8\\u306e\\u4e3b\\u306a\\u5bfe\\u8c61\\u8aad\\u8005\\u306fWeb\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc\\u3092\\u4f53\\u7cfb\\u7684\\u306b\\u5b66\\u3073\\u305f\\u3044\\u5927\\u5b66\\u751f\\u30fb\\u5927\\u5b66\\u9662\\u751f\\u3067\\u3001\\u8b1b\\u7fa9\\u3067\\u5b66\\u3076\\u8981\\u7d20\\u6280\\u8853\\u306e\\u76f8\\u4e92\\u306e\\u3064\\u306a\\u304c\\u308a\\u3092\\u4fef\\u77b0\\u3059\\u308b\\u4e00\\u518a\\u3068\\u306a\\u3063\\u3066\\u3044\\u307e\\u3059\\u3002 \\u4e2d\\u5cf6\\u6559\\u6388\\u304b\\u3089\\u306e\\u30b3\\u30e1\\u30f3\\u30c8\\uff1a \\u5bdd\\u308b\\u9593\\u3092\\u60dc\\u3057\\u3093\\u3067\\u57f7\\u7b46\\u3057\\u307e\\u3057\\u305f\\uff01 \\u5b66\\u751f\\u306e\\u7686\\u3055\\u3093\\u306e\\u5b66\\u3073\\u306b\\u5c11\\u3057\\u3067\\u3082\\u5f79\\u7acb\\u3066\\u3070\\u5b09\\u3057\\u3044\\u3067\\u3059\\uff01 \\u66f8\\u8a8c\\u60c5\\u5831 \\u66f8\\u540d\\uff1aWeb\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc \\u2015 \\u81ea\\u7136\\u8a00\\u8a9e\\u51e6\\u7406\\u30fb\\u691c\\u7d22\\u30fb\\u63a8\\u85a6\\u30fb\\u5927\\u898f\\u6a21\\u8a00\\u8a9e\\u30e2\\u30c7\\u30eb \\u2015\\uff08\\u30e1\\u30c7\\u30a3\\u30a2\\u30c6\\u30af\\u30ce\\u30ed\\u30b8\\u30fc\\u30b7\\u30ea\\u30fc\\u30ba 13\\uff09 \\u8457\\u8005\\uff1a\\u725b\\u5c3c\\u525b\\u8061 \\u7de8\\u8457\\u3001\\u4f43\\u6d38\\u6442 \\u7de8\\u8457\\u3001\\u6cb3\\u5408\\u7531\\u8d77\\u5b50 \\u8457\\u3001\\u82e5\\u5bae\\u7fd4\\u5b50 \\u8457\\u3001\\u4e2d\\u5cf6\\u4f38\\u4ecb \\u8457 \\u767a\\u884c\\uff1a\\u30b3\\u30ed\\u30ca\\u793e \\u767a\\u884c\\u5e74\\u6708\\u65e5\\uff1a2026\\u5e748\\u67083\\u65e5 \\u5224\\u578b\\u30fb\\u30da\\u30fc\\u30b8\\u6570\\uff1aA5\\u5224\\u30fb270\\u30da\\u30fc\\u30b8 \\u5b9a\\u4fa1\\uff1a4,840\\u5186\\uff08\\u672c\\u4f534,400\\u5186\\uff0b\\u7a0e\\uff09 ISBN\\uff1a978-4-339-01383-2 \\u51fa\\u7248\\u793e\\u30da\\u30fc\\u30b8\\uff1ahttps:\\\/\\\/www.coronasha.co.jp\\\/np\\\/isbn\\\/9784339013832\\\/\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?p=14722#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?author=4#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/?author=4#author\"},\"datePublished\":\"2026-08-23T14:16:30+09:00\",\"dateModified\":\"2026-08-23T14:16:30+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/#website\",\"url\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/\",\"name\":\"\\u4eac\\u90fd\\u7523\\u696d\\u5927\\u5b66 \\u60c5\\u5831\\u7406\\u5de5\\u5b66\\u90e8 \\uff0f \\u5927\\u5b66\\u9662 \\u5148\\u7aef\\u60c5\\u5831\\u5b66\\u7814\\u7a76\\u79d1\\u306e\\u95a2\\u9023\\u60c5\\u5831\",\"description\":\"Faculty of Information Science and Engineering, Kyoto Sangyo Univ. \\\/ Division of Frontier Informatics,  Graduate School of Kyoto Sangyo Univ.\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/wwwise.kyoto-su.ac.jp\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248 - \u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831","description":"\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002 \u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002 \u51686\u7ae0\u306e\u69cb\u6210\u3067\u3001Web\u6280\u8853\u306e\u57fa\u790e\u3068\u4ed5\u7d44\u307f\uff081\u7ae0\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff082\u7ae0\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff083\u7ae0\uff09\u3001\u60c5\u5831\u691c\u7d22\uff084\u7ae0\uff09\u3001\u60c5\u5831\u63a8\u85a6\uff085\u7ae0\uff09\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5fdc\u7528\uff086\u7ae0\uff09\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u5cf6\u6559\u6388\u306f\u3001\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3067\u3042\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u4ed5\u7d44\u307f\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b6\u7ae0\u3092\u62c5\u5f53\u3057\u307e\u3057\u305f\u3002GPT\u3084BERT\u3068\u3044\u3063\u305fTransformer\u3092\u57fa\u76e4\u3068\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3068\u5b66\u7fd2\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u3055\u3089\u306bLLM\u304c\u62b1\u3048\u308b\u8ab2\u984c\u307e\u3067\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u672c\u66f8\u306e\u4e3b\u306a\u5bfe\u8c61\u8aad\u8005\u306fWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u5927\u5b66\u751f\u30fb\u5927\u5b66\u9662\u751f\u3067\u3001\u8b1b\u7fa9\u3067\u5b66\u3076\u8981\u7d20\u6280\u8853\u306e\u76f8\u4e92\u306e\u3064\u306a\u304c\u308a\u3092\u4fef\u77b0\u3059\u308b\u4e00\u518a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u4e2d\u5cf6\u6559\u6388\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\uff1a \u5bdd\u308b\u9593\u3092\u60dc\u3057\u3093\u3067\u57f7\u7b46\u3057\u307e\u3057\u305f\uff01 \u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u5b66\u3073\u306b\u5c11\u3057\u3067\u3082\u5f79\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\uff01 \u66f8\u8a8c\u60c5\u5831 \u66f8\u540d\uff1aWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\uff08\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09 \u8457\u8005\uff1a\u725b\u5c3c\u525b\u8061 \u7de8\u8457\u3001\u4f43\u6d38\u6442 \u7de8\u8457\u3001\u6cb3\u5408\u7531\u8d77\u5b50 \u8457\u3001\u82e5\u5bae\u7fd4\u5b50 \u8457\u3001\u4e2d\u5cf6\u4f38\u4ecb \u8457 \u767a\u884c\uff1a\u30b3\u30ed\u30ca\u793e \u767a\u884c\u5e74\u6708\u65e5\uff1a2026\u5e748\u67083\u65e5 \u5224\u578b\u30fb\u30da\u30fc\u30b8\u6570\uff1aA5\u5224\u30fb270\u30da\u30fc\u30b8 \u5b9a\u4fa1\uff1a4,840\u5186\uff08\u672c\u4f534,400\u5186\uff0b\u7a0e\uff09 ISBN\uff1a978-4-339-01383-2 \u51fa\u7248\u793e\u30da\u30fc\u30b8\uff1ahttps:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/","canonical_url":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#blogposting","name":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248 - \u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831","headline":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248","author":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?author=4#author"},"publisher":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/www.coronasha.co.jp\/imgs\/cover\/9784339013832.jpg","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722\/#articleImage"},"datePublished":"2026-08-23T14:16:30+09:00","dateModified":"2026-08-23T14:16:30+09:00","inLanguage":"en-US","mainEntityOfPage":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#webpage"},"isPartOf":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#webpage"},"articleSection":"AI, Education, Publish"},{"@type":"BreadcrumbList","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/wwwise.kyoto-su.ac.jp#listItem","position":1,"name":"Home","item":"https:\/\/wwwise.kyoto-su.ac.jp","nextItem":{"@type":"ListItem","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?cat=12#listItem","name":"Publish"}},{"@type":"ListItem","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?cat=12#listItem","position":2,"name":"Publish","item":"https:\/\/wwwise.kyoto-su.ac.jp\/?cat=12","nextItem":{"@type":"ListItem","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#listItem","name":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248"},"previousItem":{"@type":"ListItem","@id":"https:\/\/wwwise.kyoto-su.ac.jp#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#listItem","position":3,"name":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248","previousItem":{"@type":"ListItem","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?cat=12#listItem","name":"Publish"}}]},{"@type":"Organization","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/#organization","name":"\u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831","description":"Faculty of Information Science and Engineering, Kyoto Sangyo Univ. \/ Division of Frontier Informatics,  Graduate School of Kyoto Sangyo Univ.","url":"https:\/\/wwwise.kyoto-su.ac.jp\/"},{"@type":"Person","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?author=4#author","url":"https:\/\/wwwise.kyoto-su.ac.jp\/?author=4","name":"iseinfoadmin","image":{"@type":"ImageObject","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/3c9e3952b1bc30d478993d5cc72b08e20b2568e3567c2f775ac687e47d91c358?s=96&d=mm&r=g","width":96,"height":96,"caption":"iseinfoadmin"}},{"@type":"WebPage","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#webpage","url":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722","name":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248 - \u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831","description":"\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002 \u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002 \u51686\u7ae0\u306e\u69cb\u6210\u3067\u3001Web\u6280\u8853\u306e\u57fa\u790e\u3068\u4ed5\u7d44\u307f\uff081\u7ae0\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff082\u7ae0\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff083\u7ae0\uff09\u3001\u60c5\u5831\u691c\u7d22\uff084\u7ae0\uff09\u3001\u60c5\u5831\u63a8\u85a6\uff085\u7ae0\uff09\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5fdc\u7528\uff086\u7ae0\uff09\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u5cf6\u6559\u6388\u306f\u3001\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3067\u3042\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u4ed5\u7d44\u307f\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b6\u7ae0\u3092\u62c5\u5f53\u3057\u307e\u3057\u305f\u3002GPT\u3084BERT\u3068\u3044\u3063\u305fTransformer\u3092\u57fa\u76e4\u3068\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3068\u5b66\u7fd2\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u3055\u3089\u306bLLM\u304c\u62b1\u3048\u308b\u8ab2\u984c\u307e\u3067\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u672c\u66f8\u306e\u4e3b\u306a\u5bfe\u8c61\u8aad\u8005\u306fWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u5927\u5b66\u751f\u30fb\u5927\u5b66\u9662\u751f\u3067\u3001\u8b1b\u7fa9\u3067\u5b66\u3076\u8981\u7d20\u6280\u8853\u306e\u76f8\u4e92\u306e\u3064\u306a\u304c\u308a\u3092\u4fef\u77b0\u3059\u308b\u4e00\u518a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u4e2d\u5cf6\u6559\u6388\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\uff1a \u5bdd\u308b\u9593\u3092\u60dc\u3057\u3093\u3067\u57f7\u7b46\u3057\u307e\u3057\u305f\uff01 \u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u5b66\u3073\u306b\u5c11\u3057\u3067\u3082\u5f79\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\uff01 \u66f8\u8a8c\u60c5\u5831 \u66f8\u540d\uff1aWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\uff08\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09 \u8457\u8005\uff1a\u725b\u5c3c\u525b\u8061 \u7de8\u8457\u3001\u4f43\u6d38\u6442 \u7de8\u8457\u3001\u6cb3\u5408\u7531\u8d77\u5b50 \u8457\u3001\u82e5\u5bae\u7fd4\u5b50 \u8457\u3001\u4e2d\u5cf6\u4f38\u4ecb \u8457 \u767a\u884c\uff1a\u30b3\u30ed\u30ca\u793e \u767a\u884c\u5e74\u6708\u65e5\uff1a2026\u5e748\u67083\u65e5 \u5224\u578b\u30fb\u30da\u30fc\u30b8\u6570\uff1aA5\u5224\u30fb270\u30da\u30fc\u30b8 \u5b9a\u4fa1\uff1a4,840\u5186\uff08\u672c\u4f534,400\u5186\uff0b\u7a0e\uff09 ISBN\uff1a978-4-339-01383-2 \u51fa\u7248\u793e\u30da\u30fc\u30b8\uff1ahttps:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/#website"},"breadcrumb":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722#breadcrumblist"},"author":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?author=4#author"},"creator":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/?author=4#author"},"datePublished":"2026-08-23T14:16:30+09:00","dateModified":"2026-08-23T14:16:30+09:00"},{"@type":"WebSite","@id":"https:\/\/wwwise.kyoto-su.ac.jp\/#website","url":"https:\/\/wwwise.kyoto-su.ac.jp\/","name":"\u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831","description":"Faculty of Information Science and Engineering, Kyoto Sangyo Univ. \/ Division of Frontier Informatics,  Graduate School of Kyoto Sangyo Univ.","inLanguage":"en-US","publisher":{"@id":"https:\/\/wwwise.kyoto-su.ac.jp\/#organization"}}]},"og:locale":"en_US","og:site_name":"\u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831 - Faculty of Information Science and Engineering, Kyoto Sangyo Univ. \/ Division of Frontier Informatics,  Graduate School of Kyoto Sangyo Univ.","og:type":"article","og:title":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248 - \u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831","og:description":"\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002 \u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002 \u51686\u7ae0\u306e\u69cb\u6210\u3067\u3001Web\u6280\u8853\u306e\u57fa\u790e\u3068\u4ed5\u7d44\u307f\uff081\u7ae0\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff082\u7ae0\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff083\u7ae0\uff09\u3001\u60c5\u5831\u691c\u7d22\uff084\u7ae0\uff09\u3001\u60c5\u5831\u63a8\u85a6\uff085\u7ae0\uff09\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5fdc\u7528\uff086\u7ae0\uff09\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u5cf6\u6559\u6388\u306f\u3001\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3067\u3042\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u4ed5\u7d44\u307f\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b6\u7ae0\u3092\u62c5\u5f53\u3057\u307e\u3057\u305f\u3002GPT\u3084BERT\u3068\u3044\u3063\u305fTransformer\u3092\u57fa\u76e4\u3068\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3068\u5b66\u7fd2\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u3055\u3089\u306bLLM\u304c\u62b1\u3048\u308b\u8ab2\u984c\u307e\u3067\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u672c\u66f8\u306e\u4e3b\u306a\u5bfe\u8c61\u8aad\u8005\u306fWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u5927\u5b66\u751f\u30fb\u5927\u5b66\u9662\u751f\u3067\u3001\u8b1b\u7fa9\u3067\u5b66\u3076\u8981\u7d20\u6280\u8853\u306e\u76f8\u4e92\u306e\u3064\u306a\u304c\u308a\u3092\u4fef\u77b0\u3059\u308b\u4e00\u518a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u4e2d\u5cf6\u6559\u6388\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\uff1a \u5bdd\u308b\u9593\u3092\u60dc\u3057\u3093\u3067\u57f7\u7b46\u3057\u307e\u3057\u305f\uff01 \u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u5b66\u3073\u306b\u5c11\u3057\u3067\u3082\u5f79\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\uff01 \u66f8\u8a8c\u60c5\u5831 \u66f8\u540d\uff1aWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\uff08\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09 \u8457\u8005\uff1a\u725b\u5c3c\u525b\u8061 \u7de8\u8457\u3001\u4f43\u6d38\u6442 \u7de8\u8457\u3001\u6cb3\u5408\u7531\u8d77\u5b50 \u8457\u3001\u82e5\u5bae\u7fd4\u5b50 \u8457\u3001\u4e2d\u5cf6\u4f38\u4ecb \u8457 \u767a\u884c\uff1a\u30b3\u30ed\u30ca\u793e \u767a\u884c\u5e74\u6708\u65e5\uff1a2026\u5e748\u67083\u65e5 \u5224\u578b\u30fb\u30da\u30fc\u30b8\u6570\uff1aA5\u5224\u30fb270\u30da\u30fc\u30b8 \u5b9a\u4fa1\uff1a4,840\u5186\uff08\u672c\u4f534,400\u5186\uff0b\u7a0e\uff09 ISBN\uff1a978-4-339-01383-2 \u51fa\u7248\u793e\u30da\u30fc\u30b8\uff1ahttps:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/","og:url":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722","article:published_time":"2026-08-23T05:16:30+00:00","article:modified_time":"2026-08-23T05:16:30+00:00","twitter:card":"summary_large_image","twitter:title":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248 - \u4eac\u90fd\u7523\u696d\u5927\u5b66 \u60c5\u5831\u7406\u5de5\u5b66\u90e8 \uff0f \u5927\u5b66\u9662 \u5148\u7aef\u60c5\u5831\u5b66\u7814\u7a76\u79d1\u306e\u95a2\u9023\u60c5\u5831","twitter:description":"\u60c5\u5831\u7406\u5de5\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u57f7\u7b46\u306b\u53c2\u52a0\u3057\u305f\u66f8\u7c4d\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u2015\u300f\uff08\u30b3\u30ed\u30ca\u793e\uff0f\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09\u304c\u30012026\u5e748\u67083\u65e5\u306b\u520a\u884c\u3055\u308c\u307e\u3057\u305f\u3002 \u672c\u66f8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3068Web\u306e\u57fa\u790e\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u60c5\u5831\u691c\u7d22\u3001\u60c5\u5831\u63a8\u85a6\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u307e\u3067\u3001\u73fe\u4ee3\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3092\u652f\u3048\u308b\u591a\u69d8\u306a\u6280\u8853\u3092\u5e45\u5e83\u304f\u6271\u3046\u5165\u9580\u66f8\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u751f\u6210AI\u306a\u3069\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u306a\u3059\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u57fa\u790e\u7684\u306a\u8003\u3048\u65b9\u306b\u52a0\u3048\u3066\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3084\u5fdc\u7528\u4f8b\u3082\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u7ae0\u304c\u500b\u5225\u306e\u30c6\u30fc\u30de\u3054\u3068\u306b\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8208\u5473\u306e\u3042\u308b\u7ae0\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u7279\u9577\u3067\u3059\u3002 \u51686\u7ae0\u306e\u69cb\u6210\u3067\u3001Web\u6280\u8853\u306e\u57fa\u790e\u3068\u4ed5\u7d44\u307f\uff081\u7ae0\uff09\u3001\u6a5f\u68b0\u5b66\u7fd2\uff082\u7ae0\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff083\u7ae0\uff09\u3001\u60c5\u5831\u691c\u7d22\uff084\u7ae0\uff09\u3001\u60c5\u5831\u63a8\u85a6\uff085\u7ae0\uff09\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u305d\u306e\u5fdc\u7528\uff086\u7ae0\uff09\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4e2d\u5cf6\u6559\u6388\u306f\u3001\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3067\u3042\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u4ed5\u7d44\u307f\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b6\u7ae0\u3092\u62c5\u5f53\u3057\u307e\u3057\u305f\u3002GPT\u3084BERT\u3068\u3044\u3063\u305fTransformer\u3092\u57fa\u76e4\u3068\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3068\u5b66\u7fd2\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u3055\u3089\u306bLLM\u304c\u62b1\u3048\u308b\u8ab2\u984c\u307e\u3067\u304c\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u672c\u66f8\u306e\u4e3b\u306a\u5bfe\u8c61\u8aad\u8005\u306fWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u5927\u5b66\u751f\u30fb\u5927\u5b66\u9662\u751f\u3067\u3001\u8b1b\u7fa9\u3067\u5b66\u3076\u8981\u7d20\u6280\u8853\u306e\u76f8\u4e92\u306e\u3064\u306a\u304c\u308a\u3092\u4fef\u77b0\u3059\u308b\u4e00\u518a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u4e2d\u5cf6\u6559\u6388\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\uff1a \u5bdd\u308b\u9593\u3092\u60dc\u3057\u3093\u3067\u57f7\u7b46\u3057\u307e\u3057\u305f\uff01 \u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u5b66\u3073\u306b\u5c11\u3057\u3067\u3082\u5f79\u7acb\u3066\u3070\u5b09\u3057\u3044\u3067\u3059\uff01 \u66f8\u8a8c\u60c5\u5831 \u66f8\u540d\uff1aWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\uff08\u30e1\u30c7\u30a3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b7\u30ea\u30fc\u30ba 13\uff09 \u8457\u8005\uff1a\u725b\u5c3c\u525b\u8061 \u7de8\u8457\u3001\u4f43\u6d38\u6442 \u7de8\u8457\u3001\u6cb3\u5408\u7531\u8d77\u5b50 \u8457\u3001\u82e5\u5bae\u7fd4\u5b50 \u8457\u3001\u4e2d\u5cf6\u4f38\u4ecb \u8457 \u767a\u884c\uff1a\u30b3\u30ed\u30ca\u793e \u767a\u884c\u5e74\u6708\u65e5\uff1a2026\u5e748\u67083\u65e5 \u5224\u578b\u30fb\u30da\u30fc\u30b8\u6570\uff1aA5\u5224\u30fb270\u30da\u30fc\u30b8 \u5b9a\u4fa1\uff1a4,840\u5186\uff08\u672c\u4f534,400\u5186\uff0b\u7a0e\uff09 ISBN\uff1a978-4-339-01383-2 \u51fa\u7248\u793e\u30da\u30fc\u30b8\uff1ahttps:\/\/www.coronasha.co.jp\/np\/isbn\/9784339013832\/"},"aioseo_meta_data":{"post_id":"14722","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":{"faqs":[],"keyPoints":[],"schemas":[],"titles":[],"descriptions":[],"socialPosts":{"email":{"subject":"","preview":"","content":""},"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"created":"2026-08-23 04:57:57","updated":"2026-08-23 05:52:58","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/wwwise.kyoto-su.ac.jp\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/wwwise.kyoto-su.ac.jp\/?cat=12\" title=\"Publish\">Publish<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/wwwise.kyoto-su.ac.jp"},{"label":"Publish","link":"https:\/\/wwwise.kyoto-su.ac.jp\/?cat=12"},{"label":"\u672c\u5b66\u90e8\u306e\u4e2d\u5cf6\u4f38\u4ecb\u6559\u6388\u304c\u5171\u8457\u66f8\u300eWeb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc \u2015 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u691c\u7d22\u30fb\u63a8\u85a6\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb \u2015\u300f\u3092\u51fa\u7248","link":"https:\/\/wwwise.kyoto-su.ac.jp\/?p=14722"}],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p2sLik-3Ps","_links":{"self":[{"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/posts\/14722","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14722"}],"version-history":[{"count":3,"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/posts\/14722\/revisions"}],"predecessor-version":[{"id":14725,"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/posts\/14722\/revisions\/14725"}],"wp:attachment":[{"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14722"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wwwise.kyoto-su.ac.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}